Split (1)

train · 3.72M rows

symbol string	datetime string	over_shorted float64	over_shorted_chg float64	short_interest float64	number_of_shares float64	short_percentage float64	short_prediction float64	days_to_cover float64	market_cap float64	total_revenue float64	volume float64
AB	2004-04-09	-0.045	0.004	676,696	79,002,976	0.46	0.505	1.979	2,923.899902	34,248,500	134,750
AB	2004-04-16	-0.008	0.037	676,696	79,001,696	0.46	0.468	1.956	2,793.5	38,730,376	254,000
AB	2004-04-23	-0.031	-0.023	676,696	79,001,992	0.46	0.491	2.533	2,778.5	43,212,248	178,000
AB	2004-04-30	-0.039	-0.008	609,725	79,001,504	0.427	0.466	2.513	2,634.699951	47,694,124	182,400
AB	2004-05-07	-0.079	-0.04	609,725	79,563,152	0.426	0.504	3.521	2,677.300049	52,176,000	257,200
AB	2004-05-14	-0.057	0.021	609,725	79,561,424	0.427	0.484	2.968	2,557.899902	51,899,768	287,200
AB	2004-05-21	-0.042	0.016	609,725	79,563,232	0.428	0.47	2.491	2,623.199951	51,623,540	228,600
AB	2004-05-28	-0.031	0.011	609,725	79,562,888	0.428	0.459	2.771	2,675.699951	51,347,308	127,000
AB	2004-06-04	-0.132	-0.101	431,515	79,561,744	0.362	0.494	3.445	2,686.800049	51,071,076	164,000
AB	2004-06-11	-0.103	0.029	431,515	79,562,616	0.362	0.464	2.66	2,655.800049	50,794,848	145,500
AB	2004-06-18	-0.112	-0.009	431,515	79,560,832	0.361	0.473	3.525	2,681.199951	50,518,616	244,200
AB	2004-06-25	-0.1	0.012	431,515	79,563,296	0.361	0.461	2.617	2,696.399902	50,242,384	170,800
AB	2004-07-02	-0.144	-0.045	398,441.96875	79,563,296	0.34	0.484	2.808	2,696.399902	49,966,152	203,200
AB	2004-07-09	-0.158	-0.014	398,441.96875	79,562,488	0.34	0.498	2.749	2,655	49,689,924	197,750
AB	2004-07-16	-0.168	-0.009	398,441.96875	79,560,824	0.34	0.508	4.816	2,753.600098	49,413,692	295,600
AB	2004-07-23	-0.099	0.069	398,441.96875	79,561,536	0.339	0.438	3.456	2,631.100098	49,137,460	189,400
AB	2004-07-30	-0.045	0.054	606,232	79,561,056	0.41	0.455	1.817	2,664.5	48,861,232	174,600
AB	2004-08-06	-0.033	0.012	606,232	79,856,352	0.41	0.444	1.765	2,612.899902	48,585,000	150,000
AB	2004-08-13	-0.04	-0.007	606,232	79,855,960	0.411	0.451	2.744	2,605.699951	48,521,856	105,000
AB	2004-08-20	-0.029	0.011	606,232	79,857,480	0.412	0.441	1.896	2,689.600098	48,458,716	139,200
AB	2004-08-27	-0.025	0.003	606,232	79,855,928	0.412	0.437	2.981	2,715.899902	48,395,572	105,800
AB	2004-09-03	0.027	0.052	760,974	79,856,688	0.438	0.411	1.732	2,786.199951	48,332,428	124,000
AB	2004-09-10	-0.003	-0.03	760,974	79,856,704	0.437	0.44	1.023	2,842.100098	48,269,284	189,750
AB	2004-09-17	-0.047	-0.044	760,974	79,856,136	0.437	0.484	2.265	2,830.899902	48,206,144	156,800
AB	2004-09-24	-0.011	0.036	760,974	79,855,560	0.437	0.449	1.791	2,819.699951	48,143,000	130,000
AB	2004-10-01	0.012	0.023	953,462	79,857,544	0.485	0.474	1.402	2,858.899902	48,079,856	141,000
AB	2004-10-08	0.021	0.01	953,462	79,856,240	0.485	0.464	1.054	2,888.399902	48,016,716	150,300
AB	2004-10-15	0.016	-0.006	953,462	79,856,416	0.485	0.469	1.321	3,003.399902	47,953,572	393,000
AB	2004-10-22	-0.001	-0.017	953,462	79,857,024	0.484	0.486	1.607	3,016.199951	47,890,428	150,400
AB	2004-10-29	-0.009	-0.008	953,462	79,855,264	0.485	0.494	1.735	3,034.5	47,827,284	197,200
AB	2004-11-05	0.04	0.05	1,201,434	79,855,888	0.539	0.499	1.226	3,103.199951	47,764,144	302,000
AB	2004-11-12	0.051	0.011	1,201,434	80,045,384	0.54	0.488	1.405	3,174.600098	47,701,000	195,400
AB	2004-11-19	0.111	0.06	1,201,434	80,046,040	0.54	0.429	1.178	3,129.800049	49,023,668	149,200
AB	2004-11-26	0.083	-0.028	1,201,434	80,045,752	0.54	0.457	0.815	3,149	50,346,332	122,900
AB	2004-12-03	0.023	-0.06	909,166	80,045,192	0.49	0.467	1.098	3,188.199951	51,669,000	151,200
AB	2004-12-10	-0.003	-0.026	909,166	80,046,680	0.491	0.494	2.963	3,257.899902	52,991,668	174,600
AB	2004-12-17	0.008	0.011	909,166	80,046,544	0.49	0.483	1.208	3,267.5	54,314,332	212,600
AB	2004-12-24	0.001	-0.006	909,166	80,046,216	0.49	0.489	0.236	3,290.699951	55,637,000	214,750
AB	2004-12-31	0.048	0.047	1,028,819	80,045,232	0.522	0.474	1.52	3,361.899902	56,959,668	176,400
AB	2005-01-07	0.039	-0.009	1,028,819	80,044,520	0.522	0.483	1.201	3,236.199951	58,282,332	171,400
AB	2005-01-14	0.058	0.018	1,028,819	80,045,384	0.522	0.465	0.93	3,350.699951	59,605,000	215,600
AB	2005-01-21	0.066	0.009	1,028,819	80,046,168	0.522	0.456	1.134	3,293.899902	60,927,668	151,250
AB	2005-01-28	0.087	0.021	1,028,819	80,045,400	0.522	0.435	1.125	3,526	62,250,332	267,400
AB	2005-02-04	-0.025	-0.112	856,769	80,045,472	0.479	0.504	1.392	3,520.399902	63,573,000	241,400
AB	2005-02-11	-0.041	-0.016	856,769	80,044,744	0.479	0.52	1.431	3,756.5	64,895,668	242,400
AB	2005-02-18	-0.018	0.022	856,769	80,045,952	0.479	0.497	1.861	3,832.600098	66,218,332	385,000
AB	2005-02-25	-0.093	-0.075	856,769	80,046,344	0.479	0.572	1.27	3,799.800049	67,541,000	354,500
AB	2005-03-04	-0.058	0.036	564,229	80,046,344	0.377	0.434	2.407	3,800.600098	68,863,664	208,800
AB	2005-03-11	-0.107	-0.05	564,229	80,046,512	0.376	0.484	2.92	3,786.199951	70,186,336	261,000
AB	2005-03-18	-0.091	0.016	564,229	80,590,616	0.377	0.468	1.674	3,779.699951	71,509,000	190,200
AB	2005-03-25	-0.109	-0.018	564,229	80,589,248	0.377	0.486	3.221	3,733.699951	68,867,712	160,500
AB	2005-04-01	-0.11	-0.001	464,350.03125	80,589,488	0.338	0.448	1.886	3,786.899902	66,226,428	205,400
AB	2005-04-08	-0.089	0.022	464,350.03125	80,589,600	0.337	0.426	2.91	3,813.5	63,585,144	148,600
AB	2005-04-15	-0.169	-0.08	464,350.03125	80,589,304	0.338	0.507	4.431	3,528.199951	60,943,856	824,400
AB	2005-04-22	-0.224	-0.055	464,350.03125	80,590,720	0.338	0.562	3.508	3,629	58,302,572	414,400
AB	2005-04-29	-0.127	0.097	464,350.03125	80,589,672	0.338	0.465	3.161	3,621.699951	55,661,284	244,800
AB	2005-05-06	-0.142	-0.015	622,906	81,206,936	0.369	0.511	2.439	3,653.5	53,020,000	284,800
AB	2005-05-13	-0.08	0.062	622,906	81,206,896	0.37	0.449	2.985	3,626.699951	53,761,076	179,000
AB	2005-05-20	-0.085	-0.006	622,906	81,206,176	0.37	0.455	2.076	3,682.699951	54,502,152	207,800
AB	2005-05-27	-0.085	0	622,906	81,207,424	0.369	0.454	1.857	3,672.199951	55,243,232	122,800
AB	2005-06-03	0.012	0.097	930,600	81,206,080	0.419	0.407	1.309	3,743.600098	55,984,308	117,250
AB	2005-06-10	-0.005	-0.017	930,600	81,206,384	0.419	0.423	1.493	3,769.600098	56,725,384	126,400
AB	2005-06-17	-0.001	0.004	930,600	81,206,144	0.418	0.42	1.384	3,703	57,466,460	129,000
AB	2005-06-24	0.024	0.026	930,600	81,206,000	0.418	0.394	1.555	3,737.100098	58,207,540	130,600
AB	2005-07-01	-0.035	-0.06	781,163	81,207,896	0.391	0.426	1.765	3,785.100098	58,948,616	157,400
AB	2005-07-08	-0.066	-0.03	781,163	81,206,680	0.39	0.456	1.328	3,842.699951	59,689,692	206,750
AB	2005-07-15	-0.07	-0.004	781,163	81,207,112	0.39	0.459	2.111	3,834.600098	60,430,768	154,000
AB	2005-07-22	-0.003	0.066	781,163	81,206,040	0.39	0.393	1.561	3,925.5	61,171,848	119,600
AB	2005-07-29	-0.026	-0.023	781,163	81,205,800	0.39	0.416	1.791	3,697.300049	61,912,924	211,400
AB	2005-08-05	-0.006	0.02	781,675	81,631,040	0.394	0.4	1.595	3,628.5	62,654,000	166,200
AB	2005-08-12	-0.035	-0.029	781,675	81,631,856	0.395	0.43	1.615	3,791.800049	62,981,356	141,400
AB	2005-08-19	-0.015	0.021	781,675	81,631,936	0.396	0.411	1.36	3,721.600098	63,308,712	111,600
AB	2005-08-26	-0.046	-0.032	781,675	81,630,984	0.396	0.443	1.35	3,698.699951	63,636,072	144,200
AB	2005-09-02	-0.015	0.031	523,734.03125	81,631,960	0.345	0.36	2.158	3,606.5	63,963,428	178,200
AB	2005-09-09	-0.069	-0.054	523,734.03125	81,632,096	0.345	0.414	2.871	3,621.199951	64,290,784	205,500
AB	2005-09-16	-0.104	-0.035	523,734.03125	81,632,568	0.345	0.449	2.641	3,750.199951	64,618,144	243,400
AB	2005-09-23	-0.161	-0.057	523,734.03125	81,631,464	0.345	0.506	2.8	3,632.600098	64,945,500	194,400
AB	2005-09-30	-0.124	0.038	339,198.03125	81,632,184	0.299	0.422	4.594	3,906.100098	65,272,856	187,400
AB	2005-10-07	-0.174	-0.05	339,198.03125	81,632,472	0.299	0.473	3.407	3,780.399902	65,600,216	209,600
AB	2005-10-14	-0.169	0.005	339,198.03125	81,632,744	0.299	0.468	4.726	3,849.800049	65,927,572	193,800
AB	2005-10-21	-0.109	0.06	339,198.03125	81,631,408	0.299	0.408	3.947	3,897.899902	66,254,928	153,000
AB	2005-10-28	-0.175	-0.066	339,198.03125	81,632,456	0.299	0.474	5.557	4,175.5	66,582,284	231,800
AB	2005-11-04	-0.131	0.043	502,381	81,631,216	0.327	0.458	3.301	4,413.799805	66,909,644	387,600
AB	2005-11-11	-0.153	-0.022	502,381	81,789,280	0.328	0.481	2.63	4,424.799805	67,237,000	169,200
AB	2005-11-18	-0.164	-0.011	502,381	81,788,080	0.329	0.493	3.039	4,446	68,897,400	168,200
AB	2005-11-25	-0.187	-0.022	502,381	81,789,336	0.329	0.515	2.932	4,511.5	70,557,800	183,150
AB	2005-12-02	-0.149	0.037	403,078.03125	81,787,928	0.308	0.457	2.574	4,473.799805	72,218,200	148,600
AB	2005-12-09	-0.146	0.004	403,078.03125	81,788,984	0.307	0.453	4.373	4,635.799805	73,878,600	197,600
AB	2005-12-16	-0.184	-0.038	403,078.03125	81,788,872	0.307	0.492	3.777	4,617.799805	75,539,000	185,680
AB	2005-12-23	-0.131	0.053	403,078.03125	81,787,920	0.307	0.438	3.905	4,643.100098	77,199,400	271,200
AB	2005-12-30	-0.045	0.086	571,114	81,787,928	0.346	0.39	1.673	4,620.200195	78,859,800	84,250
AB	2006-01-06	-0.079	-0.035	571,114	81,789,112	0.345	0.425	3.038	4,731.5	80,520,200	193,500
AB	2006-01-13	-0.091	-0.011	571,114	81,787,936	0.345	0.436	2.521	5,013.600098	82,180,600	347,200
AB	2006-01-20	-0.136	-0.045	571,114	81,788,328	0.345	0.481	2.971	4,907.299805	83,841,000	256,500
AB	2006-01-27	-0.084	0.052	571,114	81,788,984	0.345	0.429	2.465	5,093	85,501,400	253,800
AB	2006-02-03	-0.08	0.004	571,779.9375	81,788,288	0.343	0.423	2.991	4,875.399902	87,161,800	195,400
AB	2006-02-10	-0.138	-0.058	571,779.9375	81,789,216	0.344	0.482	2.542	5,005.5	88,822,200	208,200
AB	2006-02-17	-0.083	0.055	571,779.9375	81,788,728	0.344	0.427	1.813	5,226.299805	90,482,600	216,400
AB	2006-02-24	-0.142	-0.059	571,779.9375	83,613,952	0.342	0.484	2.424	5,393.100098	92,143,000	205,250
AB	2006-03-03	-0.064	0.078	494,784	83,613,656	0.324	0.388	3.702	5,289.399902	90,417,640	192,200

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